The agent doesn't just speed things up, it makes our decisions more consistent and defensible. Every recommendation comes with the data and logic trail our auditors need.
ABC, VP of Procurement
Who, where and what changed
About the company
Industry
Telecom
Volume
USD 500k monthly spend on campaigns
Stack
N8N, Python, Multimodal LLMs
Success metrics
Zero-blind-spot Instagram monitoring
Faster campaign time-to-market
Added savings on external agency spend
What was breaking in the workflow?
Scattered data sources
No single source of truth since campaigns run across Instagram, Facebook, Linkedin, and more.
Slow competitive research
Without automation, spotting trends across competitor strategies was impossible at scale.
Gut-feel optimization
Campaign decisions relied on anecdotal evidence rather than systematic benchmarking.
Generic AI was not enough
It hallucinated metrics and missed competitor positioning that required domain expertise.
How we built a Custom MarCom AI Agentin just 10 days!
PHASE 1
Workflow mapping
Mapped the end-to-end process to align product offers and campaign analytics with marketing strategy into a unified logic.
PHASE 2
Data connections and normalization
Connected and normalized offer, pricing, campaign, and engagement data for accurate like-for-like comparison.
PHASE 3
Rule-driven decision logic
Telecom-specific rules govern offer and campaign selection, comparison, interpretation, and structured outputs.
PHASE 4
Governance and human-in-the-loop
Human experts validate every result to ensure all reports are accurate, auditable, and linked to original sources.
We build your bespoke AI Assistant using off-the-shelf technologies
