Large Language Models Retrieval-Augmented Generation Autonomous Agents Workflow Automation Custom Model Fine-Tuning API & Systems Integration Computer Vision Internal Copilots Large Language Models Retrieval-Augmented Generation Autonomous Agents Workflow Automation Custom Model Fine-Tuning API & Systems Integration Computer Vision Internal Copilots

We build the AI tool
your team actually needs.

Jagra partners with organizations to design and ship AI products built around your real workflows — not generic software with an AI label bolted on.

jagra-agent · finance-ops
Match this month's invoices against PO records.
Scanned 214 invoices, flagged 6 mismatches, matched the rest automatically.
RAGCustom AgentLive Data
How we work

One process, built around your requirements — start to finish.

No off-the-shelf packages. Every engagement moves through the same four disciplined stages, tuned to what your organization actually needs.

01 / Discover

Map the real problem

We sit with your teams to understand the workflow, the data, and where AI genuinely helps — before proposing anything.

02 / Design

Architect the solution

We spec the tool, agent, or system: what it automates, what it assists, and how it fits your existing stack.

03 / Build

Ship working software

Our team builds the product — not a slide deck. You get a working tool, tested against your real data and cases.

04 / Deploy

Train your team

We deploy into your environment and train your people to run, extend, and trust the system day to day.

Services

Consulting and custom builds, under one roof.

Jagra doesn't just advise — the same team that designs your AI strategy is the team that builds and ships it.

STRATEGY

AI Strategy Consulting

Assessments, roadmaps, and readiness reviews that identify where AI creates real leverage in your organization — and where it doesn't.

AGENTS

Custom AI Tools & Agents

Purpose-built applications, copilots, and autonomous agents designed around your specific processes and data — not a generic template.

AUTOMATION

Workflow Automation

We identify manual, repetitive work across your teams and replace it with reliable AI-driven automation, integrated into your existing systems.

ENABLEMENT

Team Enablement & Training

Hands-on training so your team can operate, adapt, and extend the tools we build — long after the engagement ends.

Under the hood

Real engineering, not a chatbot wrapper.

Every build is grounded in your own data and systems — retrieval pipelines, tool access, and guardrails configured for the job, not a generic prompt.

agent.config.yaml
# jagra — finance-ops agent
name: "invoice-reconciler"
model: "claude-sonnet-5"
tools:
  - erp_lookup
  - po_matcher
  - exception_flagger
retrieval:
  source: internal_ledger
  refresh: "realtime"
guardrails:
  human_review: above_threshold
  audit_log: enabled
1

Connected to your data

Agents read from your live systems — ERP, CRM, ticketing, spreadsheets — not a static demo dataset.

2

Scoped tool access

Each agent gets exactly the tools its job needs — nothing broader, nothing that puts your data at risk.

3

Human checkpoints where it matters

Automation runs freely on routine work and hands off to a person the moment a case needs judgment.

4

Logged and auditable

Every action an agent takes is recorded, so your team can trace exactly what happened and why.

What we build

Real requirements, turned into working tools.

A sense of the kind of transformation an engagement produces — the specifics always come from your own workflow.

manual document review, hours per week AI review assistant, minutes per document
support queries answered ad hoc, inconsistent trained support agent, consistent & on-brand
reporting stitched together by hand each month automated reporting pipeline, always current
internal knowledge scattered across tools a single AI-searchable knowledge layer

Have a workflow worth rethinking?

Tell us what's slowing your team down. We'll tell you honestly whether AI is the right fix — and build it if it is.

Book a consultation →