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Designing autonomous agents with clear goals, reasoning and constrained actions

We build agents that break tasks into steps, invoke tools and maintain memory while respecting guardrails and user safety. This ensures long-term value, compliance and sustained growth.

150+ Projects Delivered
20+ Industries Served
99.9% Uptime & SLO

Giga|Software|Solutions

Trusted by 100+ Clients —

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Autonomous Intelligent Agents with Guardrails

Autonomous Intelligent Agents with Guardrails

Define goals, tool invocation and safety boundaries for responsible agents

We build autonomous agents by defining clear goals and constraints so they know what to pursue and what to avoid. Agents use planners and memory to decompose tasks, recall context and adapt their strategy. Tool invocation interfaces let them call APIs or software to gather data and take action. Guardrails, ethical guidelines and enforcement logic prevent harmful behaviours. Telemetry and reward functions provide feedback on performance, enabling reinforcement learning. Governance frameworks establish accountability and ensure that agents operate transparently and safely. Simulation environments test edge cases. Human review remains integral.

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Testing, Fairness and Continuous Improvement

Evaluate performance and fairness and refine behaviours iteratively and transparently

Before deployment, agents undergo rigorous testing against diverse scenarios, including adversarial and corner cases, to ensure they behave appropriately. We evaluate performance metrics alongside fairness, bias and explainability assessments to identify undesirable patterns. Supervisor modules monitor agent decisions in real time and can override or halt actions if necessary. Prompt injection and data poisoning attacks are simulated to validate defenses. Post-deployment, telemetry data is analysed to measure success and identify drift. Policies and behaviours are refined through regular retraining and human feedback cycles. Transparent logs allow auditing. Compliance teams review findings.

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Testing, Fairness and Continuous Improvement

GIGA Solutions

Explore Our Services

From strategy to execution explore a snapshot of the services driving business success.
Software Integration Services

Connect disparate applications, ERPs, CRMs, and third party tools, facilitating seamless data flow, automation, and interoperability without compromising security or system performance.

· 4 min read
IoT App Development

Build applications for connected devices, capturing telemetry, performing edge processing, and supporting over the air updates to monitor and control hardware at scale.

· 5 min read
eCommerce Development

Craft eCommerce platforms with storefronts, payments, subscriptions, order management, and secure integrations, enabling businesses to sell online globally and scale with ease.

· 5 min read
Spherical Robot

Design interactive spherical robots for inspection, monitoring, and engagement, featuring autonomous navigation, sensors, communication capabilities, immersive interactions, and intuitive user friendly control interfaces.

· 5 min read
Web Application Development

Deliver complex, secure web applications for internal and public users, utilizing modern frameworks, responsive design, and robust infrastructure to meet business requirements.

· 6 min read
Software Development

Create robust software solutions across web, mobile, and desktop platforms, covering planning, design, coding, testing, deployment, and support to deliver secure, scalable systems.

· 5 min read
Robotics Process Automation

Create robotic process automation solutions that assist human operators by automating repetitive tasks and enabling human centric collaboration across complex, diverse workflows.

· 5 min read
Mobile App Development

Build native and cross platform mobile applications with intuitive interfaces, performance optimization, and automated CI/CD pipelines to accelerate releases and maintain quality.

· 5 min read
MVP Development

Help you scope, prototype, and launch a minimal viable product quickly, validating your idea with real users and readying your next iterations for market.

· 4 min read
PWA Development

Build progressive web apps that install on devices, work offline, and support push notifications and background sync, delivering native like experiences through the web.

· 5 min read
ChatGPT Integration Service

Iintegrate ChatGPT to provide conversational features, automating customer support, content creation, or internal tools with safety guardrails, insightful analytics, and continuous monitoring.

· 5 min read
Custom Software Development

Develop tailored software systems specifically designed to fit unique business workflows and scale with growth, ensuring flexibility and performance with ongoing support.

· 4 min read

Solutions by Industry

See how we bring tailored solutions to diverse industries across the globe.
Medical

Build solutions for medical providers including clinics, laboratories, equipment vendors, and service networks, covering operations, scheduling, records, diagnostics technologies, and patient engagement.

· 6 min read
Retail

Build retail technology covering store management, fashion or FMCG inventory, point of sale systems, and omnichannel integrations to improve operations and customer satisfaction.

· 5 min read
Agri-tech

Empower agriculture with smart farming technologies, IoT sensors, data analytics, and supply chain visibility tools to optimize yields, resource usage, and logistics.

· 4 min read
Insurance

Develop technology for insurance providers covering policy management, claims processing, fraud detection, underwriting workflows, and customer portals to streamline operations and mitigate risk.

· 5 min read
HVAC

Provide software for heating, ventilation, and air conditioning businesses covering scheduling, dispatch, inventory, maintenance tracking, customer engagement, predictive maintenance, and service optimization.

· 4 min read
Beauty

Support beauty businesses with booking, inventory, eCommerce, and personalized marketing tools to elevate customer experiences, manage operations efficiently, and build client loyalty.

· 5 min read
Telecommunications

Develop systems for mobile networks, internet service providers, and communications, focusing on customer management, billing, network monitoring, service reliability, and continuous innovation.

· 4 min read
Construction

Develop solutions for construction firms including project management, workforce coordination, estimation, procurement, and communication tools to deliver projects on time and budget.

· 6 min read
Business services

Provide outsourcing, business process outsourcing, and support services technology solutions to enhance productivity, automation, cost efficiency, and insightful analytics for service providers.

· 5 min read
Healthcare

Offer HIPAA and PHIPA compliant healthcare solutions including scheduling, patient portals, electronic records, and analytics to improve outcomes, efficiency, and patient experiences.

· 5 min read
Food and Beverages

Provide solutions for food and beverage businesses including POS systems, inventory management, delivery integration, and multi-branch operations to streamline service and profitability.

· 5 min read
Contracting

Build systems for contractors and subcontractors to manage bids, scheduling, task allocation, materials, compliance, project oversight, collaboration, improving coordination and operational efficiency.

· 4 min read
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Frequently asked Questions

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What does your AI Agent Development service include and how can it help my business?
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