Pure Technology
AI Agents Development

Agentic AI that does the work — not just describes it.

Multi-step AI agents that plan, call tools, and complete real workflows — with the evals, observability, and human-in-the-loop controls to deploy them safely.

15+
Agentic systems shipped
8 steps
Avg. plan depth
100%
Action audit trail
HITL
Default safety net

Built for teams that need this to just work.

Who this is for

  • Ops teams whose work is multi-step and tool-heavy but rules-based at the edges.
  • Engineering teams building agentic features inside existing products.
  • Companies replacing fragile RPA workflows with reasoning-driven automation.
  • Research teams pushing toward genuinely autonomous workflows with audit trails.
Technology Expertise

Technologies Your Teams Already Trust.

We build teams around modern engineering ecosystems ensuring every developer is aligned with your stack, workflows, and delivery standards.

L6

LangGraph Engineers

Graph-based Agents

LangGraphLangChainLangSmith
L5

AutoGen Engineers

Multi-Agent

AutoGenCrewAIAgentScope
L6

Custom Agent Eng.

Bespoke Agents

OpenAI AssistantsAnthropicGemini
L5

Tool-use Engineers

Tool & Function Call

MCPOpenAPIJSON Schema
What we deliver

A full-stack capability - not a job title.

Every engagement is led by senior practitioners. You meet them in the pitch; they ship the work.

Agent architecture

Single-agent, multi-agent, and supervisor patterns chosen per workflow shape.

Tool & API integration

Function calling, MCP, retrieval, and side-effect-safe wrappers around your APIs.

Memory & state

Short and long-term memory designs that don't blow up tokens or accuracy.

Evals for agents

Trajectory evals, step-level evals, outcome evals — measuring more than just the final answer.

Guardrails & HITL

Policy enforcement, blast-radius limits, and human approval steps for risky actions.

Observability

Full trace of every plan, tool call, and reasoning step — searchable and replayable.

Outcomes that matter

Numbers from real engagements.

73%
Workflow automation

Procurement workflow agent at a manufacturing client — humans approve, agent executes.

100%
Auditable actions

Every tool call signed, logged, and replayable — meets internal audit and SOC requirements.

8 steps
Avg. plan depth

Real production agents handling complex multi-system workflows in BFSI and logistics.

Related case studies

Proof from similar work.

A few relevant engagements that match this service area.

Enterprise Talent Solutions
Human Resources / Recruitment Technology
Case study

Enterprise Talent Solutions

Challenge — AI voice agent automated HR screening achieving 70% faster screening velocity and 100% candidate handling.

What we did — Built an AI voice agent eliminating manual bottlenecks in early-stage hiring by automating candidate screening, interview coordination, and communication assessment. Transformed the recruitment funnel from a manual time-intensive process into a high-speed data-driven operation ensuring only best-fit candidates reach human recruiters.

70%
Screening velocity
100%
Candidate handling
85%
Assessment quality
Global Real Estate & B2B Sales Organization
Real Estate, B2B SaaS & Sales
Case study

Global Real Estate & B2B Sales Organization

Challenge — Intelligent voice automation scaled daily calls from 500 to 5,000+ while boosting conversions from 12% to 65%.

What we did — Built an AI voice automation platform that autonomously initiates calls, schedules meetings, and updates CRM in real-time. Eliminated repetitive manual calling while solving after-hours response gaps and scaling outreach capacity 10x.

90%
Reduction in manual calling time
65%
Increase in conversion rates
10X
Multiplication of outreach capacity
PaintMinds
HR Tech / Recruitment Solutions
Case study

PaintMinds

Challenge — AI-powered resume parsing platform improved hiring efficiency by 85% while achieving 100% response speed.

What we did — Built an AI resume parsing and candidate matching platform replacing manual JD validation with high-precision NLP and ML. Streamlined recruitment processes, improved candidate matching accuracy, and enhanced overall hiring efficiency for HR professionals and job seekers.

50%
Candidate success
85%
Hiring efficiency
90%
Data-driven insights
FAQ

The questions we hear most.

Are agents production-ready?+

For well-scoped workflows with HITL — yes. We don't pretend they're ready for unsupervised autonomy yet.

How do you control blast radius?+

Policy layers, scoped credentials, action allowlists, and mandatory human approval on irreversible actions.

Can agents call our internal systems?+

Yes — via signed, audited, scoped wrappers. We never give an agent broad IAM permissions.

Related services

Most engagements span more than one practice.

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A 30-minute call with a senior engineer. No sales theatre — just a real assessment of fit, scope, and timeline.